骆伟祺

教师简介: 

2008年博士毕业于jbo竞博电竞官方网站信息科学与jbo竞博电竞官方网站，现为jbo竞博电竞官方网站数据科学与jbo竞博电竞官方网站教授，博士生导师。 IEEE Senior Member、中国计算机学会（CCF）高级会员，中国图象图形学学会高级会员、中国电子学会通信分会“多媒体信息安全”、SCIG数字媒体取证与安全专委会委员。信息安全领域国际权威期刊 IEEE Trans. on TIFS （CCF-A, 中科院1区） 的 Associate Editor， 国内著名刊物《网络与信息安全学报》青年编委等。近二十个国际著名学术期刊及会议的审稿人。获得首届珠江科技新星、广东省特支计划- 科技创新青年拔尖人才（考核：优秀）、霍英东教育基金-青年教师基金获得者、广东省千百十人才培养工程校级培养对象。

作为第一作者（通讯作者）在包括本领域国际顶级期刊如IEEE Trans. on TIFS (12篇),  TDSC,  CSVT 、本领域国际权威会议如ACM IH&MMSEC，WIFS 、ACM MM，AAAI ，以及国内顶级期刊如中国科学、软件学报，计算机学报、JCST 等中国计算机学会CCF推荐的国际期刊 /会议上发表学术论文90多篇；目前，论文在Google学术引用近5000次（仅计算第一/通讯作者论文）；此外，申请中国发明专利近20项，其中获得授权16项，转让授权专利1项；软件著作2项。主持并完成国家自然科学基金项目4项，省部级、广州市级项目近10项。作为主要参与人完成包括国家973项目、国家自然科学基金重点项目等多项。 获得2019年中国计算机学会CCF科学技术奖自然科学一等奖 （项目名称：信息隐藏理论与方法；2019年仅1项获一等奖），入选 2020年、2021年、2022年，2023年爱思唯尔“中国高被引学者”榜单（网络空间安全方向），2022年度广东省计算机学会-自然科学奖二等奖（项目名称：图像隐写安全关键技术） 。

如果你对生成式深度学习、数字媒体安全、机器学习应用等感兴趣，欢迎报考我的博士（计算机科学与技术、网络空间安全）、硕士 (学硕：计算机科学与技术，工程硕士：各方向)  研究生 ！ 

毕业后的博士主要在国内知名高校任职，而硕士则主要进入国内著名IT企业，如阿里巴巴、华为、美团等，以及证券公司和银行工作。

研究领域: 

生成式深度学习（生成对抗网络、扩散模型等）、深度伪造及检测、信息隐藏及分析等

工作经历: 

2007.02 -2008.03  美国马里兰大学访问学者

2008.07 - 2010.08  jbo竞博电竞官方网站数学博士后流动站 科研博士后

2010.09- 2011.08    jbo竞博电竞官方网站软件学院   讲师 、硕士生导师

2011.09 - 2016.12  jbo竞博电竞官方网站数据科学与jbo竞博电竞官方网站（软件学院） 副教授、博士生导师

2017.01 - 至今  jbo竞博电竞官方网站数据科学与jbo竞博电竞官方网站 教授、博士生导师

科研项目: 

在研项目： 国家自然科学基金面上项目 62472458，广东省自然科学基金

结题项目： 国家自然科学基金青年基金（1项）/面上项目（3项），霍英东教育基金-青年教师基金，广东省特支计划- 科技创新青年拔尖人才， 珠江科技新星, 中国博士后特别资助，广东省自然科学基金、广东省“千百十人才培养工程”、广州市科技计划项目等 

教授课程: 

 高等数学； 概率统计；统计分析方法；复变函数；离散数学；数字图像处理

代表性论著: 

Selected Journal Papers (国内外权威期刊)：

Guoyuan Lin, Weiqi Luo*, Peijia Zheng and Jiwu Huang, “An Audio Watermarking Method Against Re-recording Distortions”,  Pattern Recognition,  2025, to appear

Kangkang Wei, Weiqi Luo* and Jiwu Huang, “Color Image Steganalysis Based on Pixel Difference Convolution and Enhanced Transformer with Selective Pooling”,  IEEE Trans. on Information Forensics and Security,  vol. 19, pp. 9970-9983, 2024

Weiqi Luo ,Kangkang Wei, Qiushi Li, Miaoxin Ye,  Shunquan Tan*, and Jiwu Huang, “A Comprehensive Survey of Digital Image Steganography and Steganalysis”,  APSIPA Transactions on Signal and Information Processing, Vol. 13: No. 1, e30 [数字图像隐写与分析的综述论文]

Wenmin Huang, Weiqi Luo*, Xiaochun Cao,  Jiwu Huang, "Interactive Generative Adversarial Networks with High-Frequency Compensation for Facial Attribute Editing",  IEEE Trans. on Circuits and Systems for Video Technology,  Vol. 34 (9), pp. 8215 - 8229, 2024

Kangkang Wei,  Weiqi Luo* , Shunquan Tan, Jiwu Huang, "CTNet: A Convolutional Transformer Network for Color Image Steganalysis", Journal of Computer Science and Technology (CCF计算领域高质量科技期刊 ：T1), to appear 

魏康康,  骆伟祺*, 刘明林 ,  "基于中心差分卷积和注意力的空域彩色图像隐写分",  软件学报（CCF计算领域高质量科技期刊 ：T1）, 已录用

Guoyuan Lin,  Weiqi Luo* , Da Luo,  Jiwu Huang,  "One-Class Neural Network with Directed Statistics Pooling for Spoofing Speech Detection",  IEEE Trans. on Information Forensics and Security,  Vol. 19, pp. 2581-2593, 2024 

Dongxia Huang,  Weiqi Luo* , Minglin Liu,  Weixuan Tang, Jiwu Huang,  "Steganography Embedding Cost Learning with Generative Multi-Adversarial Network",  IEEE Trans. on Information Forensics and Security, vol.19, pp. 15-29, 2023. 

Kangkang Wei,  Weiqi Luo* , Shunquan Tan, Jiwu Huang,  "Universal Deep Network for Steganalysis of Color Image based on Channel Representation",  IEEE Trans. on Information Forensics and Security,  vol.17, pp. 3022-3036, 2022

Minglin Liu, Tingting Song,  Weiqi Luo* , Peijia Zheng, Jiwu Huang,  "Adversarial Steganography Embedding via Stego Generation and Selection",  IEEE Trans. on Dependable and Secure Computing,  vol.20(3), pp. 2375 - 2389, 2022

 Minglin Liu,  Weiqi Luo* , Peijia Zheng, Jiwu Huang,  "A New Adversarial  Embedding Method for  Enhancing Image Steganography",   IEEE Trans. on Information Forensics and Security,  vol.16, pp. 4621-4634, 2021

Xiaoqing Deng, Bolin Chen, Weiqi Luo* , Da Luo, "Universal Image Steganalysis Based on Convolutional Neural Network with Global Covariance Pooling",  Journal of Computer Science and Technology (CCF计算领域高质量科技期刊 ：T1),  Vol. 37(5): 1134-1145 Sept. 2022.

Junqi Wu, Bolin Chen, Weiqi Luo* , Yanmei Fang, "Audio Steganography Based on Iterative Adversarial Attacks against Convolutional Neural Networks", IEEE Trans. on Information Forensics and Security,  Vol.15. pp. 2282-2294, 2020

Haodong Li, Weiqi Luo* , Jiwu Huang " Localization of Diffusion-based Inpainting in Digital Images ", IEEE Trans. on Information Forensics and Security, Vol 12 (12) , pp 3050-3064, 2017

Haodong Li, Weiqi Luo*  , Xiaoqing Qiu, Jiwu Huang "Image Forgery Localization via Integrating Tampering Possibility Maps", IEEE Trans. on Information Forensics and Security, Vol. 12(5), pp.1240 - 1252, 2017  

Weixuan Tang, Haodong Li, Weiqi Luo* , Jiwu Huang "Adaptive Steganalysis Based on Embedding Probabilities of Pixels", IEEE Transactions on Information Forensics and Security, Vol.11(4),pp.734 - 745, 2016  

Weiqi Luo, Yuangen Wang, Jiwu Huang “Detection of Quantization Artifacts and Its Applications to Transform Encoder Identification”, IEEE Transactions on Information Forensics and Security, Vol.5. No.4, pp.810-815, 2010.  

Weiqi Luo, Jiwu Huang, Guoping Qiu, "JPEG Error Analysis and Its Applications to Digital Image Forensics", IEEE Transactions on Information Forensics and Security, Vol.5. No.3, pp.480-491. 2010.  

Weiqi Luo, Fangjun Huang, Jiwu Huang, "Edge Adaptive Image Steganography Based on LSB Matching Revisited", IEEE Transactions on Information Forensics and Security, Vol.5. No.2, pp.201-214, 2010.  

Weiqi Luo, Haodong Li, Qi Yan, Rui Yang and Jiwu Huang, "Improved Audio Steganalytic Feature and Its Applications in Audio Forensics", ACM Transactions on Multimedia Computing, Communications and Applications  (ACM TOMCCAP), 2018

Haodong Li, Weiqi Luo*  , Xiaoqing Qiu, Jiwu Huang "Identification of Various Image Operations Using Residual-based Features", IEEE Transactions on Circuits and Systems for Video Technology, Vol 28 (1), pp. 31-45, 2018

Shan Bian, Weiqi Luo*  , Jiwu Huang "Exposing Fake Bit-rate Videos and Estimating Original Bit-rates", IEEE Transactions  on Circuits and Systems for Video Technology, Vol.24(12), pp. 2144 - 2154, 2014  

Da Luo, Weiqi Luo* , Rui Yang, Jiwu Huang , "Identifying Compression History of Wave Audio and Its Applications", ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP), Vol. 10, No. 3, Article 30, March 2014

Yanqiang Lei, Weiqi Luo*  , Yuangen Wang, Jiwu Huang "Video Sequence Matching Based on the Invariance of Color Correlation", IEEE Transactions on Circuits and Systems for Video Technology, Vol.22, No.9, pp.1332-1343, 2012 

Bolin Chen, Haodong Li, Weiqi Luo *, Jiwu Huang, "Image processing operations identification via convolutional neural network ", Science China Information Sciences (CCF计算领域高质量科技期刊 ：T1), Feb. 10, 2020  

Weiqi Luo, Zhenhua Qu, Feng Pan, Jiwu Huang， A survey of passive technology for digital image forensics，Frontiers of Computer Science（CCF计算领域高质量科技期刊 ：T1）, 166-179， 2007

骆伟祺, 黄继武，邱国平， 鲁棒的区域复制图像篡改检测技术，计算机学报（CCF计算领域高质量科技期刊 ：T1）, vol 30(011), pp. 1998-2007， 2007

Junhui He , Junxi Chen, Weiqi Luo, Shaohua Tang,  Jiwu Huang, " A Novel High-Capacity Reversible Data Hiding Scheme for Encrypted JPEG Bitstreams",  IEEE Transactions on Circuits and Systems for Video Technology,  Vol. 29, No.12, pp. 501 - 3515, 2019

Peijia Zheng, Ziyan Cheng, Xianhao Tian,  Honghmei Liu, Weiqi Luo, Jiwu Huang, "Non-Interactive Privacy-Preserving Frequent Itemset Mining over Encrypted Cloud Data ", IEEE Transactions on Cloud Computing, 2023

杨锐， 骆伟祺， 黄继武， 多媒体取证， 中国科学: 信息科学（CCF计算领域高质量科技期刊 ：T1）， 2013

Selected Conference Papers (本领域国际权威会议)：

Miaoxin Ye, Saixing Zhou, Weiqi Luo* , Shunquan Tan, and Jiwu Huang, “GAN-based Symmetric Embedding Costs Adjustment for Enhancing Image Steganographic Security”,  ACM MM。 pp.7046-7054, 2024  

Wenmin Huang, Weiqi Luo* , Jiwu Huang, and Xiaochun Cao, “SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing”, AAAI , vol.38(3), pp. 2374-2381. 2024

Dongxia Huang,  Weiqi Luo*, Peijia Zheng and Jiwu Huang,  Automatic Asymmetric Embedding Cost Learning via Generative Adversarial Networks, ACM MM, pp. 8316–8326, 2023 

Huaxiao Mo, Tingting Song, Bolin Chen, Weiqi Luo* and Jiwu Huang, "Enhancing JPEG Steganography using Iterative Adversarial Examples", IEEE Workshop on Information Forensics and Security, Pages 1-6，2019

Bolin Chen, Weiqi Luo* and Peijia Zheng, "Enhancing Steganography via Stego Post-processing by Reducing Image Residual Difference", ACM IH & MMsec,  Pages 63-68 , 2019

Xiaoqing Deng, Bolin Chen, Weiqi Luo*  and Da Luo, "Fast and Effective Global Covariance Pooling Network for Image Steganalysis", ACM IH & MMsec Pages 230-234, 2019

Bolin Chen, Weiqi Luo*, Da Luo, "Identification of Audio Processing Operations Based on Convolutional Neural Network", ACM IH & MMsec 2018, pp. 73-77

Huaxiao Mo, Bolin Chen, Weiqi Luo*, "Fake Faces Identification via Convolutional Neural Network", ACM IH & MMsec 2018,  pp.43-47

Bolin Chen, Weiqi Luo* , Haodong Li, "Audio Steganalysis With Convolutional Neural Network ", ACM Information Hiding and Multimedia Security Workshop (IH&MMsec) 2017, pp. 85-90

Weixuan Tang, Haodong Li, Weiqi Luo *, Jiwu Huang, "Adaptive Steganalysis against WOW Embedding Algorithm", ACM Information Hiding and Multimedia Security Workshop (IH&MMsec) 2014, pp. 91-96, 2014

Xiaoqing Qiu, Haodong Li, Weiqi Luo * , Jiwu Huang, "A Universal Image Forensic Strategy Based on Steganalytic Model", ACM Information Hiding and Multimedia Security Workshop (IH&MMsec) 2014, pp. 165-170, 2014.

Fangjun Huang, Weiqi Luo, Jiwu Huang, Yun Q. Shi, " Distortion Function Designing for JPEG Steganography with Uncompressed Side-image", ACM Information Hiding and Multimedia Security Workshop (IH&MMsec) 2013, pp.  69–76, 2013